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use crate::{
g1::{G1Affine, G1Projective},
scalar::Scalar,
};
use byteorder;
#[cfg(feature = "std")]
pub fn pippenger<P, I>(points: P, scalars: I) -> G1Projective
where
P: Iterator<Item = G1Projective>,
I: Iterator<Item = Scalar>,
{
let size = scalars.size_hint().0;
let w = if size < 500 {
6
} else if size < 800 {
7
} else {
8
};
let max_digit: usize = 1 << w;
let digits_count: usize = to_radix_2w_size_hint(w);
let buckets_count: usize = max_digit / 2;
let scalars = scalars.map(|s| to_radix_2w(&s, w));
let scalars_points = scalars.zip(points).collect::<Vec<_>>();
let mut buckets: Vec<_> = (0..buckets_count)
.map(|_| G1Projective::identity())
.collect();
let mut columns = (0..digits_count).rev().map(|digit_index| {
for i in 0..buckets_count {
buckets[i] = G1Projective::identity();
}
for (digits, pt) in scalars_points.iter() {
let digit = digits[digit_index] as i16;
if digit > 0 {
let b = (digit - 1) as usize;
buckets[b] = buckets[b] + pt;
} else if digit < 0 {
let b = (-digit - 1) as usize;
buckets[b] = buckets[b] - pt;
}
}
let mut buckets_intermediate_sum = buckets[buckets_count - 1];
let mut buckets_sum = buckets[buckets_count - 1];
for i in (0..(buckets_count - 1)).rev() {
buckets_intermediate_sum += buckets[i];
buckets_sum += buckets_intermediate_sum;
}
buckets_sum
});
let hi_column = columns.next().unwrap();
columns.fold(hi_column, |total, p| mul_by_pow_2(&total, w as u32) + p)
}
pub(crate) fn mul_by_pow_2(point: &G1Projective, k: u32) -> G1Projective {
debug_assert!(k > 0);
let mut r: G1Projective;
let mut s = point;
for _ in 0..(k - 1) {
r = s.double();
s = &r;
}
s.double()
}
fn to_radix_2w_size_hint(w: usize) -> usize {
debug_assert!(w >= 6);
debug_assert!(w <= 8);
let digits_count = match w {
6 => (256 + w - 1) / w as usize,
7 => (256 + w - 1) / w as usize,
8 => (256 + w - 1) / w + 1 as usize,
_ => panic!("invalid radix parameter"),
};
debug_assert!(digits_count <= 43);
digits_count
}
fn to_radix_2w(scalar: &Scalar, w: usize) -> [i8; 43] {
debug_assert!(w >= 6);
debug_assert!(w <= 8);
use byteorder::{ByteOrder, LittleEndian};
let mut scalar64x4 = [0u64; 4];
LittleEndian::read_u64_into(&scalar.to_bytes(), &mut scalar64x4[0..4]);
let radix: u64 = 1 << w;
let window_mask: u64 = radix - 1;
let mut carry = 0u64;
let mut digits = [0i8; 43];
let digits_count = (256 + w - 1) / w as usize;
for i in 0..digits_count {
let bit_offset = i * w;
let u64_idx = bit_offset / 64;
let bit_idx = bit_offset % 64;
let bit_buf: u64;
if bit_idx < 64 - w || u64_idx == 3 {
bit_buf = scalar64x4[u64_idx] >> bit_idx;
} else {
bit_buf =
(scalar64x4[u64_idx] >> bit_idx) | (scalar64x4[1 + u64_idx] << (64 - bit_idx));
}
let coef = carry + (bit_buf & window_mask);
carry = (coef + (radix / 2) as u64) >> w;
digits[i] = ((coef as i64) - (carry << w) as i64) as i8;
}
match w {
8 => digits[digits_count] += carry as i8,
_ => digits[digits_count - 1] += (carry << w) as i8,
}
digits
}
#[cfg(feature = "std")]
pub fn msm_variable_base(points: &[G1Affine], scalars: &[Scalar]) -> G1Projective {
use rayon::prelude::*;
let c = if scalars.len() < 32 {
3
} else {
ln_without_floats(scalars.len()) + 2
};
let num_bits = 255usize;
let fr_one = Scalar::one();
let zero = G1Projective::identity();
let window_starts: Vec<_> = (0..num_bits).step_by(c).collect();
let window_starts_iter = window_starts.into_par_iter();
let window_sums: Vec<_> = window_starts_iter
.map(|w_start| {
let mut res = zero;
let mut buckets = vec![zero; (1 << c) - 1];
scalars
.iter()
.zip(points)
.filter(|(s, _)| !(*s == &Scalar::zero()))
.for_each(|(&scalar, base)| {
if scalar == fr_one {
if w_start == 0 {
res = res.add_mixed(base);
}
} else {
let mut scalar = scalar.reduce();
scalar.divn(w_start as u32);
let scalar = scalar.0[0] % (1 << c);
if scalar != 0 {
buckets[(scalar - 1) as usize] =
buckets[(scalar - 1) as usize].add_mixed(base);
}
}
});
let mut running_sum = G1Projective::identity();
for b in buckets.into_iter().rev() {
running_sum = running_sum + b;
res += &running_sum;
}
res
})
.collect();
let lowest = *window_sums.first().unwrap();
window_sums[1..]
.iter()
.rev()
.fold(zero, |mut total, sum_i| {
total += sum_i;
for _ in 0..c {
total = total.double();
}
total
})
+ lowest
}
fn ln_without_floats(a: usize) -> usize {
(log2(a) * 69 / 100) as usize
}
fn log2(x: usize) -> u32 {
if x <= 1 {
return 0;
}
let n = x.leading_zeros();
core::mem::size_of::<usize>() as u32 * 8 - n
}
mod tests {
#[allow(unused_imports)]
use super::*;
#[cfg(feature = "std")]
#[test]
fn pippenger_test() {
let mut n = 512;
let x = Scalar::from(2128506u64).invert().unwrap();
let y = Scalar::from(4443282u64).invert().unwrap();
let points = (0..n)
.map(|i| G1Projective::generator() * Scalar::from(1 + i as u64))
.collect::<Vec<_>>();
let scalars = (0..n)
.map(|i| x + (Scalar::from(i as u64) * y))
.collect::<Vec<_>>();
let premultiplied: Vec<G1Projective> = scalars
.iter()
.zip(points.iter())
.map(|(sc, pt)| pt * sc)
.collect();
while n > 0 {
let scalars = &scalars[0..n];
let points = &points[0..n];
let control: G1Projective = premultiplied[0..n].iter().sum();
let subject = pippenger(
points.to_owned().into_iter(),
scalars.to_owned().into_iter(),
);
assert_eq!(subject, control);
n = n / 2;
}
}
#[cfg(feature = "std")]
#[test]
fn msm_variable_base_test() {
let points = vec![G1Affine::generator()];
let scalars = vec![Scalar::from(100u64)];
let premultiplied = G1Projective::generator() * Scalar::from(100u64);
let subject = msm_variable_base(&points, &scalars);
assert_eq!(subject, premultiplied);
}
}